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J. Brandt

5 papers hereh-index 6512 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3
  • first author1
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.CL1
  • cs.IR1
  • cs.LG1
same name
  • J. Brandt — 7 papers, h 10
  • J. Brandt — 7 papers, h 6
  • J. Brandt — 4 papers, h 7
  • J. Brandt — 3 papers, h 17
  • J. Brandt — 3 papers, h 1
  • J. Brandt — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedVery high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar

358 citations · 408 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cs.IR2019★ 5 cited

Text mining policy: Classifying forest and landscape restoration policy agenda with neural information retrieval

John Brandt

Dozens of countries have committed to restoring the ecological functionality of 350 million hectares of land by 2030. In order to achieve such wide-scale implementation of restorat…

cs.LG2019★ 7 cited

Spatio-temporal crop classification of low-resolution satellite imagery with capsule layers and distributed attention

John Brandt

Land use classification of low resolution spatial imagery is one of the most extensively researched fields in remote sensing. Despite significant advancements in satellite technolo…

cs.CL2019

Imbalanced multi-label classification using multi-task learning with extractive summarization

John Brandt

Extractive summarization and imbalanced multi-label classification often require vast amounts of training data to avoid overfitting. In situations where training data is expensive…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.